{"slug":"brycewang-stanford-paper-audit","source_name":"brycewang-stanford/paper-audit","name":"Brycewang Stanford/Paper Audit","description":"Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use whenever the user wants reviewer-style paper critique, pre-submission readiness checks, pass/fail gate decisions, structured revision roadmaps, or re-audits of revised manuscripts. Trigger even if the user only says \"review my paper\", \"check if this is ready to submit\", \"audit this PDF\", \"simulate peer review\", \"find the biggest problems in this manuscript\", or \"re-check whether I fixed the ","version":1,"lift":{"pass_rate_delta_pts":4.35,"pass_rate_pct":56.5,"total_cases":23,"passed_cases":13,"tokens_delta_pct":158,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T22:49:16.243583+00:00"},"skill_score":0.5652,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.35,"with_pass_pct":56.5,"without_pass_pct":52.2,"tokens_delta_pct":158,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-08T22:49:16.243583+00:00","run_id":"f2b19121-cfc1-4c1b-bc0f-b990fd38e5da","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"f528c918b1a065c7003a8fb25e8aa2f54c54edede1e585d33c1f08af8a9cb564","raw_url":"https://app.decimal.ai/s/brycewang-stanford-paper-audit/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-paper-audit"}